openai provides R scripts to use the Open AI API
You can install the development version of openai from GitHub with:
# install.packages("devtools")
devtools::install_github("samterfa/openai")API calls are authenticated using your API keys. The environment variables set below are consulted while making each call.
Sys.setenv(openai_organization_id = {your_organization_id})
Sys.setenv(openai_secret_key = {your_secret_key})More details on authentication can be found here.
Retrieve the currently available models used to generate text.
library(openai)
library(purrr)
list_models() %>%
pluck('data') %>%
map_dfr(compact)
#> # A tibble: 70 × 7
#> id object created owned_by permission root parent
#> <chr> <chr> <int> <chr> <list> <chr> <chr>
#> 1 babbage model 1.65e9 openai <named list> babb… <NA>
#> 2 davinci model 1.65e9 openai <named list> davi… <NA>
#> 3 babbage-code-search-code model 1.65e9 openai-… <named list> babb… <NA>
#> 4 text-similarity-babbage-001 model 1.65e9 openai-… <named list> text… <NA>
#> 5 text-davinci-001 model 1.65e9 openai <named list> text… <NA>
#> 6 ada model 1.65e9 openai <named list> ada <NA>
#> 7 curie-instruct-beta model 1.65e9 openai <named list> curi… <NA>
#> 8 babbage-code-search-text model 1.65e9 openai-… <named list> babb… <NA>
#> 9 babbage-similarity model 1.65e9 openai-… <named list> babb… <NA>
#> 10 gpt-3.5-turbo model 1.68e9 openai <named list> gpt-… <NA>
#> # … with 60 more rowsCreate a completion request using the davinci engine.
create_completion(
model = 'davinci',
max_tokens = 30,
temperature = .5,
top_p = 1,
n = 1,
stream = F,
prompt = 'Once upon a time') %>%
pluck('choices') %>%
map_chr(~ .x$text)
#> [1] ", when I was a kid, I used to play this game on the old Apple II computer. It was a text adventure game, and the goal"Generate an image based on a prompt.
create_image(
prompt = "A rollerskating zebra",
n = 1,
response_format = "url")
#> $created
#> [1] 1679239172
#>
#> $data
#> $data[[1]]
#> $data[[1]]$url
#> [1] "https://oaidalleapiprodscus.blob.core.windows.net/private/org-nKKiUxRVJQl2MhzgM9gtTsko/user-uQ6jdzskUi7KqutVEN82ZpLB/img-8Kvth8NNoHAzdV9OcFnbFgsV.png?st=2023-03-19T14%3A19%3A32Z&se=2023-03-19T16%3A19%3A32Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-03-19T13%3A44%3A34Z&ske=2023-03-20T13%3A44%3A34Z&sks=b&skv=2021-08-06&sig=spR0XL8LW55T8MpX61NQjIqReIcJYZJ/DN4zCwM1vs0%3D"Use the included addin to code collaboratively with a model.
Access it via the Addins menu, or by Tools -> Addins -> Browse Addins. Search for "openai".